Adam Lee

3 papers · 2010–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze

Venues

EMNLP (2) COLING (1)

Top co-authors

Junyoung Park (1) Nojun Kwak (1) Jusang Oh (1) Heng Ji (1) Sungkyung Kim (1) Eunhwan Park (1) Guojun Qi (1) Gisang Lee (1) Jay-Yoon Lee (1) Thomas Huang (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Core AI (2) Learning Types (2) Machine Learning (1) Natural Language Processing (1) Application Areas (1) Applications (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

multimodal learning (1) visual reasoning (1) cross-modal retrieval (1) query embedding (1) parameter-efficient fine-tuning (1) vision-language model (1) visual-language alignment (1) text-video retrieval (1) multimodal embedding (1) retrieval pipeline (1) video reranking (1)

Papers

MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline EMNLP 2024 Towards Efficient Visual-Language Alignment of the Q-Former for Visual Reasoning Tasks EMNLP 2024 Enhancing Multi-lingual Information Extraction via Cross-Media Inference and Fusion COLING 2010